基于安全大数据应用平台的铁路安全综合管理系统设计方案

基金项目: 中国铁路北京局集团有限公司科技研究开发计划重大课题（2019AX03）

详细信息

Design of railway safety comprehensive management system based on safety big data application platform

1.
Safety Supervision Office, China Railway Beijing Group Co. Ltd., Beijing　100860, China
2.
Railway Big Data Research and Application Innovation Center, China Academy of Railway Sciences Corporation Limited, Beijing　100081, China
3.
Beijing Jingwei Information Technology Co. Ltd., Beijing　100081, China

摘要: 利用中国铁路北京局集团有限公司安全大数据应用平台的资源及大数据分析技术，开展铁路局集团公司安全综合管理系统设计方案研究。通过数据挖掘和分析，系统可从不同角度揭示事故/故障、安全问题等各类危险的特征和规律，探索各类危险源与安全事件的关联关系，分析判别安全事故/故障的趋势，为铁路安全监督管理工作提供全新的辅助决策支持工具。
- 大数据应用 /
- 铁路安全监察 /
- 危险辨识 /
- 事故/故障分析 /
- 风险管控 /
- 隐患排查
Abstract: By using the resources of the safety big data application platform of Beijing Railway Administration and big data analysis technology, a research is made on the design of railway safety comprehensive management system of Railway Administration. Via data mining and analysis, this system can help safety management personnels reveal the characteristics and regularity of various hazards such as accidents, faults and safety problems from different perspectives, probe the correlations and evolution of various hazards and safety events, and discover the trends of safety accidents and faults, thus offering a new decision support tool for railway safety supervision and management.
- big data application /
- railway safety supervision /
- hazard identification /
- accident and failure analysis /
- risk management and control /
- potential risk investigation

[1]	史天运,刘军,李平,等. 铁路大数据总体方案及关键技术 [J]. 铁路计算机应用,2016,25(9):1-6. DOI: 10.3969/j.issn.1005-8451.2016.09.002
[2]	Song Bo Yang, Zhong Yan, Liu Reng Kui, et al. Railway Maintenance Analysis Based on Big Data and Condition Classification [J]. Advanced Materials Research, 2014(919-921): 1134-1138.
[3]	Gao B, Zhu L X, Xiao X M. Safety Assessment Method for Equipment of Urban Rail Transit Network Operation [J]. Applied Mechanics and Materials, 2014(513-517): 3958-3963. DOI: 10.4028/www.scientific.net/AMM.513-517.3958
[4]	康高亮. 中国高速铁路安全保障体系研究与实践 [J]. 铁道学报,2017,39(11):1-7. DOI: 10.3969/j.issn.1001-8360.2017.11.001
[5]	余振国,宁静,关则彬. 铁路安全风险预警信息系统的研究与设计 [J]. 铁路计算机应用,2017,26(2):4-7.
[6]	周　进. 铁路运输事故致因及安全风险分析方法研究[D]. 北京: 北京交通大学, 2018.
[7]	杨连报. 铁路事故故障文本大数据分析关键技术研究及应用[D]. 北京: 中国铁道科学研究院, 2018.
[8]	黄英华. 大数据在推进安全生产双重预防机制中的运用 [J]. 上海铁道科技,2018,164(4):133-134.
[9]	马小宁. 铁路大数据应用实践及展望 [J]. 铁路计算机应用,2019,28(4):14-19. DOI: 10.3969/j.issn.1005-8451.2019.04.004